{"id":"W2986314244","doi":"10.1016/s1879-4068(19)31271-8","title":"CLINICAL AND COST-EFFECTIVENESS OF COMPREHENSIVE GERIATRIC ASSESSMENT AND MANAGEMENT FOR CANADIAN ELDERS WITH CANCER: THE 5C STUDY – INITIAL RECRUITMENT AND IMPLEMENTATION RESULTS","year":2019,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Geriatric oncology; Cancer; Intensive care medicine; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01525673,0.0001246746,0.0009651845,0.0003656666,0.0001282872,0.00003526987,0.000105476,0.00008239064,0.00002328341],"category_scores_gemma":[0.00009766897,0.0001060185,0.00005038545,0.0001334205,0.0000780978,0.0001597968,0.00004310967,0.0001471205,0.00000151306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006195881,"about_ca_system_score_gemma":0.000612697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009598969,"about_ca_topic_score_gemma":0.01334875,"domain_scores_codex":[0.9959499,0.0008722506,0.002592875,0.0002895063,0.00007930028,0.0002161663],"domain_scores_gemma":[0.994166,0.002548908,0.002805505,0.0001522662,0.0001645643,0.0001627917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00173394,0.0003381709,0.9580323,0.0009462985,0.001204862,0.00001157822,0.002392579,0.0002474302,0.000002829478,0.004837194,0.003408847,0.02684398],"study_design_scores_gemma":[0.01224064,0.004658708,0.9394805,0.00004104983,0.0001363432,0.00002709744,0.009681838,0.0001723107,7.315106e-7,0.000572726,0.03285813,0.0001298601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985823,0.001209969,0.0003302174,0.005644497,0.0008086908,0.005691411,0.0002035542,0.000001915197,0.0002867557],"genre_scores_gemma":[0.9944632,0.002504432,0.001810007,0.0006919192,0.000207173,0.0002814069,0.000008855278,0.00001295709,0.00002006928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02944929,"threshold_uncertainty_score":0.9969962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4317266451074486,"score_gpt":0.5690250815009446,"score_spread":0.1372984363934959,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}